Comparing swarm algorithms for large scale multi-source localization

K McGill, S Taylor - 2009 IEEE International Conference on …, 2009 - ieeexplore.ieee.org
We propose a common set of validation benchmarks and a reference algorithm that provide
ground-truth for comparative analysis of multi-source robot localization algorithms for large …

Comparing swarm algorithms for multi-source localization

K McGill, S Taylor - 2009 IEEE international workshop on safety …, 2009 - ieeexplore.ieee.org
This paper proposes a common set of validation benchmarks and a reference algorithm that
provide ground-truth for comparative analysis of swarming algorithms for multi-source …

DIFFUSE algorithm for robotic multi-source localization

K McGill, S Taylor - 2011 IEEE Conference on Technologies for …, 2011 - ieeexplore.ieee.org
This paper describes a new robotic multi-source localization algorithm based on diffusion of
robots. Our DIFFUSE algorithm accelerates source localization by combining robot diffusion …

Robot algorithms for localization of multiple emission sources

K Mcgill, S Taylor - ACM Computing Surveys (CSUR), 2011 - dl.acm.org
The problem of time-varying, multisource localization using robotic swarms has received
relatively little attention when compared to single-source localization. It involves distinct …

Cooperative control of multi-robot system using mobile agent for multiple source localization

N Ishiwatari, Y Sumikawa, M Takimoto… - Advances in Swarm …, 2017 - Springer
In this paper, we propose a new approach for multiple source localization tasks of multiple
robots. Our approach controls robots by mobile agents that behave based on particle swarm …

Practical Validation of Autonomous Source Localization with Ground Robots

M Dorau, M Alpen, J Horn - 2022 Sixth IEEE International …, 2022 - ieeexplore.ieee.org
A source localization experiment with a group of ground robots is presented in this paper.
The process implemented on the robots is shown together with its building blocks which …

[PDF][PDF] Glowworms-inspired multirobot system for multiple source localization tasks

P Amruth, KN Krishnanand, D Ghose - Workshop on Multirobotic …, 2007 - academia.edu
We address the problem of multiple source localization where a collection of mobile robots
is used to localize multiple radiation sources such as nuclear/hazardous aerosol spills …

Hybrid topology-based particle swarm optimizer for multi-source location problem in swarm robots

JQ Zhang, Y Lu, M Zhou - International conference on sensing and …, 2022 - Springer
A multi-source location problem aims to locate sources in an unknown environment based
on the measurements of the signal strength from them. Vast majority of existing multi-source …

Swarm optimization techniques for multi-agent source localization

R Zou, V Kalivarapu, J Oliver… - 2014 IEEE/ASME …, 2014 - ieeexplore.ieee.org
In this paper, we address the problem of seeking a source that emits signal described by a
function that is radially symmetric, and decays with increasing distance. Electromagnetic …

Virtual-Source and Virtual-Swarm-Based Particle Swarm Optimizer for Large-Scale Multi-Source Location via Robot Swarm

JQ Zhang, YX Lin, MC Zhou - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Multi-source location is a significant application in the field of robot swarm and is required to
find all sources whose number and distribution are unknown in advance. With few …